基于gis和遥感技术的湖泊与湖泊人为活动时空变化分析

Sadia Allah Ditta, Tayyaba Suhail, Altaf Ali Siyal, K. Ansari
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引用次数: 0

摘要

拉姆萨尔湿地是当地居民的重要栖息地,也是每年跨越边界来到这里的候鸟的重要栖息地。本研究选取朗湖和赖特湖作为研究区域。Drigh湖是拉姆萨尔的重要景点之一,Langh湖是国家重要的野生动物保护区。在过去的几十年里,由于人类活动,这些湖泊正在退化。为了量化这些变化,本研究对这些湖泊及其周边地区1988 - 2020年的土地利用和土地覆盖变化进行了检测。下载Landsat 5、7、8的三级影像,采用混合分类方法进行分析,并在ArcMap中进行制图。利用Kappa系数对选定年份的结果进行准确性评价,以检验结果的准确性。Kappa系数在0.82 ~ 0.95之间。分类结果显示,自1988年以来,长湖和旱湖的植被面积分别增加了72%和32%。结果表明:绿化面积增加,荒地面积减少;湖泊边界附近的茂密植被证实了当地农民对湖泊的侵占。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ANALYSING THE SPATIO-TEMPORAL CHANGES OF LANGH AND DRIGH LAKES DUE TO ANTHROPOGENIC ACTIVITIES USING GIS AND REMOTE SENSING TECHNIQUES
Ramsar sites are important habitats for the locals as well as for migratory birds that visit these sites across the borders every year. Langh and Drigh lakes were selected as the study area for this research. Drigh Lake is one of the important Ramsar sites, and Langh Lake is an important wildlife sanctuary of national importance. For the past few decades, these lakes are degrading due to anthropogenic activities. To quantify these variations, present study was carried out to detect the land use and land cover change in these lakes and their surrounding areas from 1988 to 2020. Level-2 imageries of Landsat 5, 7, and 8 were downloaded and analyzed using hybrid classification, and results were mapped in ArcMap. Accuracy assessment of the results of selected years was done to check the accuracy of results using the Kappa coefficient. Kappa coefficient resulted between 0.82 and 0.95 for this study. Classification results depicted a significant increase in the vegetation area which is 72% and 32% for langh and drigh lakes respectively since 1988. Results show an increase in the buildup area and a decrease in the barren land. The presence of dense vegetation in the lakes near their boundaries verifies encroachment of lakes by the local farmers.
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